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Exponential Distribution
(Englisch)
Theory, Methods and Applications
K. Balakrishnan

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Balakrishnan, K.

Genesis Basic Distributional Results and Properties Order Statistics and Their Properties MLEs under Censoring and Truncation and Inference Linear Estimation under Censoring and Inference Reliability Estimation and Applications Inferences under Two-Sample and Multi-Sample Situations Tolerance Limits and Acceptance Sampling Plans Prediction Problems Bayesian Inference and Applications Conditional Inference and Applications Characterizations Goodness-of-Fit Tests Outliers and Some Related Inferential Issues Extensions to Estimation under Multiple-Outlier Models Selection and Ranking Procedures Record Values Related Distributions and Some Generalizations Mixtures - Models and Applications Bivariate Exponential Distributions Inference for Multivariate Exponential Distributions Optimal Tests in Multivariate Exponential Distributions Accelerated Life Testing with Applications System Reliability and Associated Inference Exponential Regression with Applications Two-Stage and Multi-Stage Estimation Two-Stage and Multi-Stage Tests of Hypotheses Sequential Inference Competing Risks Theory and Identifiability Problems Applications in Survival Analysis Applications in Queueing Theory Exponential Classification and Applications Computer Simulations


Genesis   Basic Distributional Results and Properties   Order Statistics and Their Properties   MLEs under Censoring and Truncation and Inference   Linear Estimation under Censoring and Inference   Reliability Estimation and Applications   Inferences under Two-Sample and Multi-Sample Situations   Tolerance Limits and Acceptance Sampling Plans   Prediction Problems   Bayesian Inference and Applications   Conditional Inference and Applications   Characterizations   Goodness-of-Fit Tests   Outliers and Some Related Inferential Issues   Extensions to Estimation under Multiple-Outlier Models   Selection and Ranking Procedures   Record Values   Related Distributions and Some Generalizations   Mixtures - Models and Applications   Bivariate Exponential Distributions   Inference for Multivariate Exponential Distributions   Optimal Tests in Multivariate Exponential Distributions   Accelerated Life Testing with Applications   System Reliability and Associated Inference   Exponential Regression with Applications   Two-Stage and Multi-Stage Estimation   Two-Stage and Multi-Stage Tests of Hypotheses   Sequential Inference   Competing Risks Theory and Identifiability Problems   Applications in Survival Analysis   Applications in Queueing Theory   Exponential Classification and Applications   Computer Simulations
The exponential distribution is one of the most significant and widely used distribution in statistical practice. It possesses several important statistical properties, and yet exhibits great mathematical tractability. This volume provides a systematic and comprehensive synthesis of the diverse literature on the theory and applications of the exponential distribution. Discussions include exponential regression, models and applications of mixtures, and applications to survival analysis.

Inhaltsverzeichnis



Genesis Basic Distributional Results and Properties Order Statistics and Their Properties MLEs under Censoring and Truncation and Inference Linear Estimation under Censoring and Inference Reliability Estimation and Applications Inferences under Two-Sample and Multi-Sample Situations Tolerance Limits and Acceptance Sampling Plans Prediction Problems Bayesian Inference and Applications Conditional Inference and Applications Characterizations Goodness-of-Fit Tests Outliers and Some Related Inferential Issues Extensions to Estimation under Multiple-Outlier Models Selection and Ranking Procedures Record Values Related Distributions and Some Generalizations Mixtures - Models and Applications Bivariate Exponential Distributions Inference for Multivariate Exponential Distributions Optimal Tests in Multivariate Exponential Distributions Accelerated Life Testing with Applications System Reliability and Associated Inference Exponential Regression with Applications Two-Stage and Multi-Stage Estimation Two-Stage and Multi-Stage Tests of Hypotheses Sequential Inference Competing Risks Theory and Identifiability Problems Applications in Survival Analysis Applications in Queueing Theory Exponential Classification and Applications Computer Simulations


Klappentext



The exponential distribution is one of the most significant and widely used distribution in statistical practice. It possesses several important statistical properties, and yet exhibits great mathematical tractability. This volume provides a systematic and comprehensive synthesis of the diverse literature on the theory and applications of the exponential distribution. Discussions include exponential regression, models and applications of mixtures, and applications to survival analysis.



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